Boe technology group co., ltd. (20240212792). RNA-PROTEIN INTERACTION PREDICTION METHOD AND DEVICE, STORAGE MEDIUM AND ELECTRONIC DEVICE simplified abstract
Contents
RNA-PROTEIN INTERACTION PREDICTION METHOD AND DEVICE, STORAGE MEDIUM AND ELECTRONIC DEVICE
Organization Name
boe technology group co., ltd.
Inventor(s)
Zhenzhong Zhang of Beijing (CN)
RNA-PROTEIN INTERACTION PREDICTION METHOD AND DEVICE, STORAGE MEDIUM AND ELECTRONIC DEVICE - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240212792 titled 'RNA-PROTEIN INTERACTION PREDICTION METHOD AND DEVICE, STORAGE MEDIUM AND ELECTRONIC DEVICE
Simplified Explanation: This patent application describes a method and device for predicting RNA-protein interactions using sequence features and interaction prediction models.
- Obtaining an RNA-protein pair to be predicted
- Performing feature extraction on the pair to obtain sequence features
- Vectorizing the pair to obtain sequence representation vectors
- Using interaction prediction models to obtain predicted interaction values
- Determining interaction between the RNA and protein based on the predicted values
Key Features and Innovation:
- Prediction method for RNA-protein interactions
- Utilizes sequence features and interaction prediction models
- Provides a device for implementing the prediction method
Potential Applications:
- Drug discovery
- Biomedical research
- Functional genomics
Problems Solved:
- Predicting RNA-protein interactions accurately
- Understanding molecular interactions at a cellular level
Benefits:
- Improved accuracy in predicting RNA-protein interactions
- Enhanced understanding of cellular processes
Commercial Applications: Predictive modeling for drug development and personalized medicine
Prior Art: Researchers may want to explore existing methods for predicting RNA-protein interactions in the literature.
Frequently Updated Research: Stay updated on advancements in computational biology and bioinformatics related to RNA-protein interactions.
Questions about RNA-protein interaction prediction: 1. How does this method compare to existing techniques for predicting RNA-protein interactions? 2. What are the potential limitations of using sequence features for interaction prediction?
Original Abstract Submitted
an rna-protein interaction prediction method and device, a medium and an electronic device are provided. the method includes: obtaining an rna-protein pair to be predicted; performing feature extraction on the rna-protein pair to obtain sequence features of the rna-protein pair; vectorizing the rna-protein pair to obtain an rna sequence representation vector and a protein sequence representation vector in the rna-protein pair; based on the sequence features of the rna-protein pair, the rna sequence representation vector and the protein sequence representation vector in the rna-protein pair, obtaining at least one predicted interaction value of the rna-protein pair using at least one interaction prediction model; and determining interaction between the rna and the protein according to the at least one predicted interaction value.
